{"id":"W6947687664","doi":"10.4224/23003739","title":"To the stars?","year":2018,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01364052,0.0009413756,0.002342924,0.00397021,0.006061577,0.01296661,0.003028972,0.009930669,0.4970878],"category_scores_gemma":[0.0706062,0.001070399,0.001438001,0.001528362,0.003103135,0.006303668,0.006996563,0.005795588,0.4618897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002472705,"about_ca_system_score_gemma":0.009750172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666578,"about_ca_topic_score_gemma":0.005220391,"domain_scores_codex":[0.9824616,0.002926216,0.0009559129,0.001640021,0.009598062,0.00241813],"domain_scores_gemma":[0.8784211,0.005669695,0.002526889,0.01360623,0.07364224,0.02613387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000521714,0.0000346644,0.0002554108,0.0001632095,0.000007191394,0.0001179844,0.00004225972,0.00001810743,0.0002674167,0.001307301,0.968172,0.02956237],"study_design_scores_gemma":[0.00002889554,0.00001946563,0.0007059721,0.0001413155,0.000005280708,0.0001513422,0.000145484,0.0001237434,0.0002284907,0.001460879,0.996969,0.00002018473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003384899,0.003653028,0.00295589,0.1698237,0.3318239,0.001555241,0.002257794,0.002690039,0.4818555],"genre_scores_gemma":[0.008161869,0.00155211,0.001501346,0.01661386,0.03108048,0.000379728,0.001319917,0.0008618892,0.9385287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4970878,"threshold_uncertainty_score":0.7173432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019987030136471,"score_gpt":0.2968833318039789,"score_spread":0.2768963016675078,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}